Profiling Report Vierlinden

Dataset statistics

Number of variables	28
Number of observations	2197762
Missing cells	44107190
Missing cells (%)	71.7%
Duplicate rows	101726
Duplicate rows (%)	4.6%
Total size in memory	486.3 MiB
Average record size in memory	232.0 B

Variable types

Numeric	28

Alerts

Dataset has 101726 (4.6%) duplicate rows	Duplicates
`FLP_Strom_P5_pval` is highly overall correlated with `FLP_Hohenstand_Becken1_pval` and 1 other fields	High correlation
`FLP_Hohenstand_Becken1_pval` is highly overall correlated with `FLP_Strom_P5_pval` and 1 other fields	High correlation
`FLP_Hohenstand_Becken3_pval` is highly overall correlated with `FLP_Strom_P5_pval` and 1 other fields	High correlation
`Oberwasser_pval` is highly overall correlated with `Unterwasser_pval` and 2 other fields	High correlation
`Unterwasser_pval` is highly overall correlated with `Oberwasser_pval` and 2 other fields	High correlation
`Durchflumenge_pval` is highly overall correlated with `Oberwasser_pval` and 2 other fields	High correlation
`Berechnete Durchflussmenge_pval` is highly overall correlated with `Oberwasser_pval` and 2 other fields	High correlation
`Strom P4_pval` is highly overall correlated with `Strom P5_pval`	High correlation
`Strom P5_pval` is highly overall correlated with `Strom P4_pval`	High correlation
`Strom Pumpe 2_pval.1` is highly overall correlated with `Strom Pumpe 3_pval`	High correlation
`Strom Pumpe 3_pval` is highly overall correlated with `Strom Pumpe 2_pval.1`	High correlation
`FLP_Hohenstand_Pumpensumpf_pval` has 1378717 (62.7%) missing values	Missing
`FLP_Strom_P3_pval` has 1414145 (64.3%) missing values	Missing
`FLP_Strom_P4_pval` has 1414149 (64.3%) missing values	Missing
`FLP_Strom_P5_pval` has 1414175 (64.3%) missing values	Missing
`Durchfluss SWP1 und SWP2_pval` has 1625027 (73.9%) missing values	Missing
`FLP_Hohenstand_Becken1_pval` has 1381309 (62.9%) missing values	Missing
`FLP_Hohenstand_Becken3_pval` has 1381316 (62.9%) missing values	Missing
`FLP_Hohenstand_Beckne2_pval` has 1381288 (62.8%) missing values	Missing
`Schieber Position_pval` has 1670466 (76.0%) missing values	Missing
`Oberwasser_pval` has 1596371 (72.6%) missing values	Missing
`Unterwasser_pval` has 1601946 (72.9%) missing values	Missing
`Durchflumenge_pval` has 1502431 (68.4%) missing values	Missing
`Berechnete Durchflussmenge_pval` has 1462265 (66.5%) missing values	Missing
`Fllstand SWS_pval` has 1681115 (76.5%) missing values	Missing
`Fllstand RWS_pval` has 1681115 (76.5%) missing values	Missing
`Strom P1_pval` has 1681110 (76.5%) missing values	Missing
`Strom P2_pval` has 1681111 (76.5%) missing values	Missing
`Strom P3_pval` has 1681111 (76.5%) missing values	Missing
`Strom P4_pval` has 1681112 (76.5%) missing values	Missing
`Strom P5_pval` has 1681116 (76.5%) missing values	Missing
`Strom P6_pval` has 1681116 (76.5%) missing values	Missing
`Fllstand Pumpensumpf_pval` has 1512228 (68.8%) missing values	Missing
`Strom Pumpe 1_pval` has 1665794 (75.8%) missing values	Missing
`Strom Pumpe 2_pval` has 1664637 (75.7%) missing values	Missing
`Fllstand Pumpensumpf_pval.1` has 1585752 (72.2%) missing values	Missing
`Strom Pumpe 1_pval.1` has 1665785 (75.8%) missing values	Missing
`Strom Pumpe 2_pval.1` has 1670304 (76.0%) missing values	Missing
`Strom Pumpe 3_pval` has 1670179 (76.0%) missing values	Missing
`FLP_Strom_P3_pval` is highly skewed (γ1 = 39.51872531)	Skewed
`Schieber Position_pval` is highly skewed (γ1 = -45.26753159)	Skewed
`Strom P4_pval` is highly skewed (γ1 = 53.4585278)	Skewed
`Strom P5_pval` is highly skewed (γ1 = 57.50149015)	Skewed
`Strom P6_pval` is highly skewed (γ1 = 88.77964533)	Skewed
`Strom Pumpe 2_pval.1` is highly skewed (γ1 = 22.86080088)	Skewed
`FLP_Strom_P3_pval` has 783080 (35.6%) zeros	Zeros
`FLP_Strom_P4_pval` has 771250 (35.1%) zeros	Zeros
`FLP_Strom_P5_pval` has 621679 (28.3%) zeros	Zeros
`Durchfluss SWP1 und SWP2_pval` has 321743 (14.6%) zeros	Zeros
`FLP_Hohenstand_Becken1_pval` has 225895 (10.3%) zeros	Zeros
`FLP_Hohenstand_Becken3_pval` has 219263 (10.0%) zeros	Zeros
`FLP_Hohenstand_Beckne2_pval` has 729802 (33.2%) zeros	Zeros
`Strom P1_pval` has 357958 (16.3%) zeros	Zeros
`Strom P2_pval` has 514501 (23.4%) zeros	Zeros
`Strom P3_pval` has 514460 (23.4%) zeros	Zeros
`Strom P4_pval` has 516333 (23.5%) zeros	Zeros
`Strom P5_pval` has 516449 (23.5%) zeros	Zeros
`Strom P6_pval` has 516561 (23.5%) zeros	Zeros
`Strom Pumpe 1_pval` has 514821 (23.4%) zeros	Zeros
`Strom Pumpe 2_pval` has 501773 (22.8%) zeros	Zeros
`Strom Pumpe 1_pval.1` has 480933 (21.9%) zeros	Zeros
`Strom Pumpe 2_pval.1` has 526334 (23.9%) zeros	Zeros

Reproduction

Analysis started	2023-04-03 18:15:10.968271
Analysis finished	2023-04-03 18:16:43.716460
Duration	1 minute and 32.75 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

FLP_Hohenstand_Pumpensumpf_pval
Real number (ℝ)

Distinct	11800
Distinct (%)	1.4%
Missing	1378717
Missing (%)	62.7%
Infinite	0
Infinite (%)	0.0%
Mean	120.69586

Minimum	0
Maximum	591.65
Zeros	14
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	72.48
Q1	84.6
median	99.14
Q3	119.68
95-th percentile	257
Maximum	591.65
Range	591.65
Interquartile range (IQR)	35.08

Descriptive statistics

Standard deviation	61.979465
Coefficient of variation (CV)	0.51351775
Kurtosis	5.9529808
Mean	120.69586
Median Absolute Deviation (MAD)	15.99
Skewness	2.2180491
Sum	98855339
Variance	3841.4541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	1801	0.1%
108	1530	0.1%
94	1440	0.1%
102	1407	0.1%
97	1097	< 0.1%
84	1080	< 0.1%
86	1080	< 0.1%
91	1059	< 0.1%
88	1051	< 0.1%
81	1050	< 0.1%
Other values (11790)	806450	36.7%
(Missing)	1378717	62.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	< 0.1%
0.43	1	< 0.1%
0.61	2	< 0.1%
0.65	1	< 0.1%
0.69	2	< 0.1%
0.72	2	< 0.1%
0.76	2	< 0.1%
0.8	1	< 0.1%
1.01	1	< 0.1%
1.19	1	< 0.1%

Value	Count	Frequency (%)
591.65	2	< 0.1%
591.54	2	< 0.1%
591.51	2	< 0.1%
591.36	1	< 0.1%
591.33	2	< 0.1%
591.29	1	< 0.1%
591.25	1	< 0.1%
591.18	1	< 0.1%
591	1	< 0.1%
590.96	1	< 0.1%

FLP_Strom_P3_pval
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	1414145
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.065087919

Minimum	0
Maximum	119
Zeros	783080
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	119
Range	119
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.5398873
Coefficient of variation (CV)	39.022407
Kurtosis	1572.9451
Mean	0.065087919
Median Absolute Deviation (MAD)	0
Skewness	39.518725
Sum	51004
Variance	6.4510274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	783080	35.6%
105	113	< 0.1%
104	63	< 0.1%
106	35	< 0.1%
108	33	< 0.1%
103	32	< 0.1%
89	31	< 0.1%
88	26	< 0.1%
107	21	< 0.1%
102	20	< 0.1%
Other values (43)	163	< 0.1%
(Missing)	1414145	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	783080	35.6%
1	7	< 0.1%
9	1	< 0.1%
10	2	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	3	< 0.1%
18	2	< 0.1%
23	1	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
119	1	< 0.1%
109	5	< 0.1%
108	33	< 0.1%
107	21	< 0.1%
106	35	< 0.1%
105	113	< 0.1%
104	63	< 0.1%
103	32	< 0.1%
102	20	< 0.1%
101	12	< 0.1%

FLP_Strom_P4_pval
Real number (ℝ)

MISSING ZEROS

Distinct	114
Distinct (%)	< 0.1%
Missing	1414149
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.1413159

Minimum	-1
Maximum	114
Zeros	771250
Zeros (%)	35.1%
Negative	415
Negative (%)	< 0.1%
Memory size	33.5 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	114
Range	115
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.3438037
Coefficient of variation (CV)	8.1868687
Kurtosis	66.809597
Mean	1.1413159
Median Absolute Deviation (MAD)	0
Skewness	8.2191344
Sum	894350
Variance	87.306667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	771250	35.1%
80	556	< 0.1%
77	539	< 0.1%
68	500	< 0.1%
76	447	< 0.1%
74	444	< 0.1%
79	438	< 0.1%
78	435	< 0.1%
69	435	< 0.1%
72	426	< 0.1%
Other values (104)	8143	0.4%
(Missing)	1414149	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	415	< 0.1%
0	771250	35.1%
1	81	< 0.1%
2	34	< 0.1%
3	16	< 0.1%
4	10	< 0.1%
5	7	< 0.1%
6	13	< 0.1%
7	2	< 0.1%
8	5	< 0.1%

Value	Count	Frequency (%)
114	1	< 0.1%
112	1	< 0.1%
110	1	< 0.1%
109	3	< 0.1%
108	4	< 0.1%
107	7	< 0.1%
106	5	< 0.1%
105	9	< 0.1%
104	20	< 0.1%
103	25	< 0.1%

FLP_Strom_P5_pval
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	99
Distinct (%)	< 0.1%
Missing	1414175
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.6663523

Minimum	-1
Maximum	119
Zeros	621679
Zeros (%)	28.3%
Negative	152110
Negative (%)	6.9%
Memory size	33.5 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	119
Range	120
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.8556827
Coefficient of variation (CV)	11.789083
Kurtosis	85.901379
Mean	0.6663523
Median Absolute Deviation (MAD)	0
Skewness	9.2323
Sum	522145
Variance	61.711751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	621679	28.3%
-1	152110	6.9%
74	652	< 0.1%
75	520	< 0.1%
76	444	< 0.1%
73	443	< 0.1%
53	372	< 0.1%
56	368	< 0.1%
57	330	< 0.1%
72	323	< 0.1%
Other values (89)	6346	0.3%
(Missing)	1414175	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	152110	6.9%
0	621679	28.3%
1	42	< 0.1%
2	18	< 0.1%
3	16	< 0.1%
4	9	< 0.1%
5	4	< 0.1%
6	5	< 0.1%
7	8	< 0.1%
8	5	< 0.1%

Value	Count	Frequency (%)
119	1	< 0.1%
100	9	< 0.1%
99	20	< 0.1%
98	31	< 0.1%
97	28	< 0.1%
96	50	< 0.1%
95	72	< 0.1%
94	79	< 0.1%
93	103	< 0.1%
92	104	< 0.1%

Durchfluss SWP1 und SWP2_pval
Real number (ℝ)

MISSING ZEROS

Distinct	6153
Distinct (%)	1.1%
Missing	1625027
Missing (%)	73.9%
Infinite	0
Infinite (%)	0.0%
Mean	11.403314

Minimum	-74.92
Maximum	84.93
Zeros	321743
Zeros (%)	14.6%
Negative	6195
Negative (%)	0.3%
Memory size	33.5 MiB

Quantile statistics

Minimum	-74.92
5-th percentile	0
Q1	0
median	0
Q3	28.38
95-th percentile	31.04
Maximum	84.93
Range	159.85
Interquartile range (IQR)	28.38

Descriptive statistics

Standard deviation	14.269434
Coefficient of variation (CV)	1.2513409
Kurtosis	-1.4089263
Mean	11.403314
Median Absolute Deviation (MAD)	0
Skewness	0.53038988
Sum	6531077.2
Variance	203.61674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	321743	14.6%
29.56	686	< 0.1%
29.59	677	< 0.1%
29.43	666	< 0.1%
29.76	658	< 0.1%
29.44	649	< 0.1%
29.48	640	< 0.1%
29.62	640	< 0.1%
29.58	637	< 0.1%
29.55	637	< 0.1%
Other values (6143)	245102	11.2%
(Missing)	1625027	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-74.92	1	< 0.1%
-58.77	1	< 0.1%
-50.98	1	< 0.1%
-49.5	1	< 0.1%
-25.43	1	< 0.1%
-24.82	1	< 0.1%
-24.7	1	< 0.1%
-23.9	1	< 0.1%
-23.82	1	< 0.1%
-23.69	1	< 0.1%

Value	Count	Frequency (%)
84.93	1	< 0.1%
67.77	1	< 0.1%
63.26	1	< 0.1%
61.48	2	< 0.1%
61.24	1	< 0.1%
58.66	1	< 0.1%
58.55	1	< 0.1%
57.56	1	< 0.1%
56.96	1	< 0.1%
56.15	1	< 0.1%

FLP_Hohenstand_Becken1_pval
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	450
Distinct (%)	0.1%
Missing	1381309
Missing (%)	62.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.979628

Minimum	0
Maximum	449
Zeros	225895
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	24
Q3	25
95-th percentile	69
Maximum	449
Range	449
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	28.919455
Coefficient of variation (CV)	1.206001
Kurtosis	52.622445
Mean	23.979628
Median Absolute Deviation (MAD)	2
Skewness	5.5845751
Sum	19578239
Variance	836.3349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	299432	13.6%
0	225895	10.3%
25	96174	4.4%
26	20582	0.9%
28	13583	0.6%
27	12948	0.6%
29	11503	0.5%
30	10476	0.5%
23	10110	0.5%
32	8916	0.4%
Other values (440)	106834	4.9%
(Missing)	1381309	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	225895	10.3%
1	170	< 0.1%
2	57	< 0.1%
3	105	< 0.1%
4	124	< 0.1%
5	112	< 0.1%
6	129	< 0.1%
7	72	< 0.1%
8	128	< 0.1%
9	129	< 0.1%

Value	Count	Frequency (%)
449	7	< 0.1%
448	12	< 0.1%
447	6	< 0.1%
446	5	< 0.1%
445	5	< 0.1%
444	3	< 0.1%
443	4	< 0.1%
442	5	< 0.1%
441	3	< 0.1%
440	3	< 0.1%

FLP_Hohenstand_Becken3_pval
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	397
Distinct (%)	< 0.1%
Missing	1381316
Missing (%)	62.9%
Infinite	0
Infinite (%)	0.0%
Mean	9.9730993

Minimum	-1
Maximum	395
Zeros	219263
Zeros (%)	10.0%
Negative	4
Negative (%)	< 0.1%
Memory size	33.5 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	66
Maximum	395
Range	396
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	37.942314
Coefficient of variation (CV)	3.8044657
Kurtosis	32.675586
Mean	9.9730993
Median Absolute Deviation (MAD)	0
Skewness	5.5132406
Sum	8142497
Variance	1439.6192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	498843	22.7%
0	219263	10.0%
82	13344	0.6%
81	8502	0.4%
250	7318	0.3%
251	3960	0.2%
51	3339	0.2%
2	2758	0.1%
52	1879	0.1%
6	1786	0.1%
Other values (387)	55454	2.5%
(Missing)	1381316	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	4	< 0.1%
0	219263	10.0%
1	498843	22.7%
2	2758	0.1%
3	1282	0.1%
4	1379	0.1%
5	1512	0.1%
6	1786	0.1%
7	1587	0.1%
8	1096	< 0.1%

Value	Count	Frequency (%)
395	9	< 0.1%
394	11	< 0.1%
393	7	< 0.1%
392	5	< 0.1%
391	3	< 0.1%
390	4	< 0.1%
389	5	< 0.1%
388	5	< 0.1%
387	3	< 0.1%
386	3	< 0.1%

FLP_Hohenstand_Beckne2_pval
Real number (ℝ)

MISSING ZEROS

Distinct	489
Distinct (%)	0.1%
Missing	1381288
Missing (%)	62.8%
Infinite	0
Infinite (%)	0.0%
Mean	4.449822

Minimum	-1
Maximum	492
Zeros	729802
Zeros (%)	33.2%
Negative	333
Negative (%)	< 0.1%
Memory size	33.5 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	26
Maximum	492
Range	493
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	28.341728
Coefficient of variation (CV)	6.3691824
Kurtosis	147.01683
Mean	4.449822
Median Absolute Deviation (MAD)	0
Skewness	11.502548
Sum	3633164
Variance	803.25357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	729802	33.2%
1	8571	0.4%
33	3961	0.2%
35	3056	0.1%
14	2374	0.1%
374	2249	0.1%
15	2055	0.1%
12	2051	0.1%
11	1995	0.1%
16	1946	0.1%
Other values (479)	58414	2.7%
(Missing)	1381288	62.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	333	< 0.1%
0	729802	33.2%
1	8571	0.4%
2	1669	0.1%
3	1582	0.1%
4	1489	0.1%
5	1523	0.1%
6	1529	0.1%
7	1726	0.1%
8	1809	0.1%

Value	Count	Frequency (%)
492	2	< 0.1%
491	14	< 0.1%
490	7	< 0.1%
489	4	< 0.1%
488	5	< 0.1%
487	3	< 0.1%
486	3	< 0.1%
485	4	< 0.1%
484	3	< 0.1%
483	4	< 0.1%

Schieber Position_pval
Real number (ℝ)

MISSING SKEWED

Distinct	29
Distinct (%)	< 0.1%
Missing	1670466
Missing (%)	76.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.935033

Minimum	0
Maximum	100
Zeros	12
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	100
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3150935
Coefficient of variation (CV)	0.013159485
Kurtosis	2314.3424
Mean	99.935033
Median Absolute Deviation (MAD)	0
Skewness	-45.267532
Sum	52695343
Variance	1.729471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
100	508829	23.2%
99	18150	0.8%
51	246	< 0.1%
0	12	< 0.1%
37	7	< 0.1%
97	4	< 0.1%
63	4	< 0.1%
49	2	< 0.1%
26	2	< 0.1%
72	2	< 0.1%
Other values (19)	38	< 0.1%
(Missing)	1670466	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	< 0.1%
1	2	< 0.1%
5	2	< 0.1%
11	2	< 0.1%
14	2	< 0.1%
23	2	< 0.1%
26	2	< 0.1%
30	2	< 0.1%
31	2	< 0.1%
33	2	< 0.1%

Value	Count	Frequency (%)
100	508829	23.2%
99	18150	0.8%
97	4	< 0.1%
93	2	< 0.1%
89	2	< 0.1%
87	2	< 0.1%
85	2	< 0.1%
82	2	< 0.1%
78	2	< 0.1%
72	2	< 0.1%

Oberwasser_pval
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	272
Distinct (%)	< 0.1%
Missing	1596371
Missing (%)	72.6%
Infinite	0
Infinite (%)	0.0%
Mean	10.81756

Minimum	0
Maximum	300
Zeros	10
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	8
median	10
Q3	11
95-th percentile	18
Maximum	300
Range	300
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	8.8218149
Coefficient of variation (CV)	0.81550879
Kurtosis	393.11056
Mean	10.81756
Median Absolute Deviation (MAD)	2
Skewness	16.469665
Sum	6505583
Variance	77.824418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	128436	5.8%
9	111272	5.1%
8	66800	3.0%
7	58875	2.7%
11	58557	2.7%
6	47656	2.2%
12	26470	1.2%
13	17825	0.8%
15	14414	0.7%
14	14262	0.6%
Other values (262)	56824	2.6%
(Missing)	1596371	72.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	< 0.1%
1	7	< 0.1%
2	11	< 0.1%
3	21	< 0.1%
4	21	< 0.1%
5	2468	0.1%
6	47656	2.2%
7	58875	2.7%
8	66800	3.0%
9	111272	5.1%

Value	Count	Frequency (%)
300	18	< 0.1%
299	3	< 0.1%
298	4	< 0.1%
297	8	< 0.1%
296	5	< 0.1%
295	6	< 0.1%
294	4	< 0.1%
292	6	< 0.1%
291	2	< 0.1%
289	2	< 0.1%

Unterwasser_pval
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	135
Distinct (%)	< 0.1%
Missing	1601946
Missing (%)	72.9%
Infinite	0
Infinite (%)	0.0%
Mean	6.709563

Minimum	0
Maximum	143
Zeros	486
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	5
median	6
Q3	7
95-th percentile	11
Maximum	143
Range	143
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.3194463
Coefficient of variation (CV)	0.64377461
Kurtosis	206.85498
Mean	6.709563
Median Absolute Deviation (MAD)	1
Skewness	10.853862
Sum	3997665
Variance	18.657616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	198278	9.0%
7	89681	4.1%
5	86673	3.9%
4	79621	3.6%
8	27430	1.2%
10	23343	1.1%
3	22736	1.0%
9	21517	1.0%
11	14869	0.7%
12	5959	0.3%
Other values (125)	25709	1.2%
(Missing)	1601946	72.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	486	< 0.1%
1	550	< 0.1%
2	1486	0.1%
3	22736	1.0%
4	79621	3.6%
5	86673	3.9%
6	198278	9.0%
7	89681	4.1%
8	27430	1.2%
9	21517	1.0%

Value	Count	Frequency (%)
143	2	< 0.1%
142	2	< 0.1%
141	2	< 0.1%
140	2	< 0.1%
137	3	< 0.1%
136	5	< 0.1%
135	6	< 0.1%
133	4	< 0.1%
132	2	< 0.1%
130	2	< 0.1%

Durchflumenge_pval
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	775
Distinct (%)	0.1%
Missing	1502431
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	14.737298

Minimum	0
Maximum	1001
Zeros	5970
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	12
95-th percentile	42
Maximum	1001
Range	1001
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	39.105403
Coefficient of variation (CV)	2.6534989
Kurtosis	285.36547
Mean	14.737298
Median Absolute Deviation (MAD)	3
Skewness	14.828672
Sum	10247300
Variance	1529.2325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	67156	3.1%
6	64382	2.9%
8	58687	2.7%
5	56809	2.6%
2	48748	2.2%
9	47163	2.1%
3	46515	2.1%
4	45249	2.1%
10	37956	1.7%
11	26201	1.2%
Other values (765)	196465	8.9%
(Missing)	1502431	68.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5970	0.3%
1	5090	0.2%
2	48748	2.2%
3	46515	2.1%
4	45249	2.1%
5	56809	2.6%
6	64382	2.9%
7	67156	3.1%
8	58687	2.7%
9	47163	2.1%

Value	Count	Frequency (%)
1001	2	< 0.1%
1000	49	< 0.1%
999	2	< 0.1%
998	2	< 0.1%
996	2	< 0.1%
995	2	< 0.1%
992	2	< 0.1%
991	2	< 0.1%
990	4	< 0.1%
988	2	< 0.1%

Berechnete Durchflussmenge_pval
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	659
Distinct (%)	0.1%
Missing	1462265
Missing (%)	66.5%
Infinite	0
Infinite (%)	0.0%
Mean	16.92111

Minimum	0
Maximum	887
Zeros	618
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	10
median	12
Q3	15
95-th percentile	41
Maximum	887
Range	887
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	29.73629
Coefficient of variation (CV)	1.7573486
Kurtosis	351.3583
Mean	16.92111
Median Absolute Deviation (MAD)	3
Skewness	15.999322
Sum	12445426
Variance	884.24695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	73384	3.3%
12	72740	3.3%
13	68478	3.1%
14	64744	2.9%
10	62287	2.8%
9	47732	2.2%
15	41732	1.9%
8	38073	1.7%
4	28914	1.3%
7	28779	1.3%
Other values (649)	208634	9.5%
(Missing)	1462265	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	618	< 0.1%
1	28	< 0.1%
2	388	< 0.1%
3	10600	0.5%
4	28914	1.3%
5	15534	0.7%
6	8952	0.4%
7	28779	1.3%
8	38073	1.7%
9	47732	2.2%

Value	Count	Frequency (%)
887	2	< 0.1%
885	2	< 0.1%
883	2	< 0.1%
882	2	< 0.1%
880	2	< 0.1%
878	4	< 0.1%
877	4	< 0.1%
874	2	< 0.1%
873	6	< 0.1%
871	2	< 0.1%

Fllstand SWS_pval
Real number (ℝ)

Distinct	144
Distinct (%)	< 0.1%
Missing	1681115
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	83.025398

Minimum	0
Maximum	206
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	61
Q1	69
median	78
Q3	87
95-th percentile	137
Maximum	206
Range	206
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	21.621058
Coefficient of variation (CV)	0.26041499
Kurtosis	1.5091332
Mean	83.025398
Median Absolute Deviation (MAD)	9
Skewness	1.5382389
Sum	42894823
Variance	467.47016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	17334	0.8%
89	15347	0.7%
87	14947	0.7%
88	14718	0.7%
76	14444	0.7%
73	14423	0.7%
78	14288	0.7%
83	14216	0.6%
80	14202	0.6%
75	14100	0.6%
Other values (134)	368628	16.8%
(Missing)	1681115	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	< 0.1%
7	1	< 0.1%
8	3	< 0.1%
10	1	< 0.1%
11	2	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
206	1	< 0.1%
205	2	< 0.1%
204	1	< 0.1%
203	1	< 0.1%
202	2	< 0.1%
201	1	< 0.1%
200	4	< 0.1%
197	1	< 0.1%
195	1	< 0.1%
193	1	< 0.1%

Fllstand RWS_pval
Real number (ℝ)

Distinct	59
Distinct (%)	< 0.1%
Missing	1681115
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	36.210751

Minimum	19
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	19
5-th percentile	27
Q1	35
median	36
Q3	40
95-th percentile	44
Maximum	92
Range	73
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.9164665
Coefficient of variation (CV)	0.13577367
Kurtosis	0.55454024
Mean	36.210751
Median Absolute Deviation (MAD)	3
Skewness	-0.28875023
Sum	18708176
Variance	24.171643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	137855	6.3%
36	64305	2.9%
41	37016	1.7%
40	34312	1.6%
39	26333	1.2%
42	23827	1.1%
43	22437	1.0%
30	18172	0.8%
29	17224	0.8%
28	15451	0.7%
Other values (49)	119715	5.4%
(Missing)	1681115	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	2	< 0.1%
20	13	< 0.1%
21	656	< 0.1%
22	3221	0.1%
23	4276	0.2%
24	445	< 0.1%
25	1592	0.1%
26	2128	0.1%
27	13951	0.6%
28	15451	0.7%

Value	Count	Frequency (%)
92	5	< 0.1%
91	6	< 0.1%
90	2	< 0.1%
89	1	< 0.1%
87	1	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
83	1	< 0.1%
81	1	< 0.1%
78	1	< 0.1%

Strom P1_pval
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	1681110
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.9519154

Minimum	0
Maximum	18
Zeros	357958
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	7
Maximum	18
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.9565791
Coefficient of variation (CV)	1.5147066
Kurtosis	-1.0444218
Mean	1.9519154
Median Absolute Deviation (MAD)	0
Skewness	0.90065275
Sum	1008461
Variance	8.7413601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	357958	16.3%
6	107345	4.9%
7	43386	2.0%
8	4826	0.2%
5	1094	< 0.1%
9	1065	< 0.1%
3	274	< 0.1%
4	180	< 0.1%
10	179	< 0.1%
11	64	< 0.1%
Other values (9)	281	< 0.1%
(Missing)	1681110	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	357958	16.3%
1	51	< 0.1%
2	22	< 0.1%
3	274	< 0.1%
4	180	< 0.1%
5	1094	< 0.1%
6	107345	4.9%
7	43386	2.0%
8	4826	0.2%
9	1065	< 0.1%

Value	Count	Frequency (%)
18	3	< 0.1%
17	4	< 0.1%
16	15	< 0.1%
15	59	< 0.1%
14	45	< 0.1%
13	34	< 0.1%
12	48	< 0.1%
11	64	< 0.1%
10	179	< 0.1%
9	1065	< 0.1%

Strom P2_pval
Real number (ℝ)

MISSING ZEROS

Distinct	64
Distinct (%)	< 0.1%
Missing	1681111
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.45121368

Minimum	0
Maximum	178
Zeros	514501
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	178
Range	178
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.0545497
Coefficient of variation (CV)	15.63461
Kurtosis	256.55554
Mean	0.45121368
Median Absolute Deviation (MAD)	0
Skewness	15.868136
Sum	233120
Variance	49.766672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	514501	23.4%
109	485	< 0.1%
108	433	< 0.1%
110	272	< 0.1%
107	236	< 0.1%
111	168	< 0.1%
106	121	< 0.1%
112	65	< 0.1%
178	52	< 0.1%
105	47	< 0.1%
Other values (54)	271	< 0.1%
(Missing)	1681111	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	514501	23.4%
1	7	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	2	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
15	2	< 0.1%
25	1	< 0.1%

Value	Count	Frequency (%)
178	52	< 0.1%
176	1	< 0.1%
175	1	< 0.1%
172	2	< 0.1%
158	1	< 0.1%
154	1	< 0.1%
146	1	< 0.1%
131	1	< 0.1%
130	1	< 0.1%
128	1	< 0.1%

Strom P3_pval
Real number (ℝ)

MISSING ZEROS

Distinct	54
Distinct (%)	< 0.1%
Missing	1681111
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.45341439

Minimum	0
Maximum	178
Zeros	514460
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	178
Range	178
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.0145915
Coefficient of variation (CV)	15.470597
Kurtosis	253.30566
Mean	0.45341439
Median Absolute Deviation (MAD)	0
Skewness	15.736737
Sum	234257
Variance	49.204493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	514460	23.4%
106	590	< 0.1%
107	474	< 0.1%
105	296	< 0.1%
108	290	< 0.1%
109	141	< 0.1%
178	60	< 0.1%
104	54	< 0.1%
110	46	< 0.1%
103	23	< 0.1%
Other values (44)	217	< 0.1%
(Missing)	1681111	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	514460	23.4%
1	1	< 0.1%
2	2	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
8	2	< 0.1%
12	1	< 0.1%
17	1	< 0.1%
19	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
178	60	< 0.1%
144	1	< 0.1%
125	1	< 0.1%
115	1	< 0.1%
113	2	< 0.1%
112	9	< 0.1%
111	14	< 0.1%
110	46	< 0.1%
109	141	< 0.1%
108	290	< 0.1%

Strom P4_pval
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	73
Distinct (%)	< 0.1%
Missing	1681112
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.044769186

Minimum	0
Maximum	178
Zeros	516333
Zeros (%)	23.5%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	178
Range	178
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2388861
Coefficient of variation (CV)	50.009534
Kurtosis	2984.2788
Mean	0.044769186
Median Absolute Deviation (MAD)	0
Skewness	53.458528
Sum	23130
Variance	5.0126111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	516333	23.5%
1	89	< 0.1%
130	12	< 0.1%
128	12	< 0.1%
58	10	< 0.1%
129	10	< 0.1%
126	8	< 0.1%
125	8	< 0.1%
127	8	< 0.1%
131	7	< 0.1%
Other values (63)	153	< 0.1%
(Missing)	1681112	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	516333	23.5%
1	89	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
11	1	< 0.1%
17	1	< 0.1%
21	1	< 0.1%
30	1	< 0.1%
34	1	< 0.1%
38	1	< 0.1%

Value	Count	Frequency (%)
178	3	< 0.1%
153	1	< 0.1%
145	1	< 0.1%
142	2	< 0.1%
141	3	< 0.1%
140	1	< 0.1%
139	1	< 0.1%
138	2	< 0.1%
137	3	< 0.1%
136	3	< 0.1%

Strom P5_pval
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	69
Distinct (%)	< 0.1%
Missing	1681116
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.038521541

Minimum	0
Maximum	178
Zeros	516449
Zeros (%)	23.5%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	178
Range	178
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0792584
Coefficient of variation (CV)	53.976512
Kurtosis	3462.2033
Mean	0.038521541
Median Absolute Deviation (MAD)	0
Skewness	57.50149
Sum	19902
Variance	4.3233155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	516449	23.5%
128	11	< 0.1%
136	10	< 0.1%
129	8	< 0.1%
138	8	< 0.1%
126	6	< 0.1%
90	6	< 0.1%
137	6	< 0.1%
92	5	< 0.1%
130	5	< 0.1%
Other values (59)	132	< 0.1%
(Missing)	1681116	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	516449	23.5%
1	2	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
17	1	< 0.1%
24	1	< 0.1%
27	1	< 0.1%
42	1	< 0.1%
56	2	< 0.1%
57	4	< 0.1%

Value	Count	Frequency (%)
178	3	< 0.1%
140	1	< 0.1%
139	3	< 0.1%
138	8	< 0.1%
137	6	< 0.1%
136	10	< 0.1%
135	5	< 0.1%
134	3	< 0.1%
133	2	< 0.1%
132	3	< 0.1%

Strom P6_pval
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	42
Distinct (%)	< 0.1%
Missing	1681116
Missing (%)	76.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.0082125866

Minimum	0
Maximum	71
Zeros	516561
Zeros (%)	23.5%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	71
Range	71
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.68321951
Coefficient of variation (CV)	83.191758
Kurtosis	8211.0119
Mean	0.0082125866
Median Absolute Deviation (MAD)	0
Skewness	88.779645
Sum	4243
Variance	0.46678891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	516561	23.5%
69	9	< 0.1%
70	9	< 0.1%
40	4	< 0.1%
67	4	< 0.1%
31	3	< 0.1%
64	3	< 0.1%
30	3	< 0.1%
71	3	< 0.1%
42	2	< 0.1%
Other values (32)	45	< 0.1%
(Missing)	1681116	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	516561	23.5%
1	1	< 0.1%
3	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
26	1	< 0.1%
28	1	< 0.1%
29	2	< 0.1%
30	3	< 0.1%

Value	Count	Frequency (%)
71	3	< 0.1%
70	9	< 0.1%
69	9	< 0.1%
68	2	< 0.1%
67	4	< 0.1%
66	2	< 0.1%
65	1	< 0.1%
64	3	< 0.1%
62	2	< 0.1%
60	1	< 0.1%

Fllstand Pumpensumpf_pval
Real number (ℝ)

Distinct	267
Distinct (%)	< 0.1%
Missing	1512228
Missing (%)	68.8%
Infinite	0
Infinite (%)	0.0%
Mean	48.38354

Minimum	30
Maximum	322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	30
5-th percentile	32
Q1	39
median	48
Q3	56
95-th percentile	63
Maximum	322
Range	292
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.798036
Coefficient of variation (CV)	0.26451219
Kurtosis	43.653878
Mean	48.38354
Median Absolute Deviation (MAD)	9
Skewness	3.5565667
Sum	33168562
Variance	163.78973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	20924	1.0%
33	20383	0.9%
59	20353	0.9%
34	20341	0.9%
36	20227	0.9%
60	20175	0.9%
35	20143	0.9%
38	20088	0.9%
41	20058	0.9%
42	20052	0.9%
Other values (257)	482790	22.0%
(Missing)	1512228	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	816	< 0.1%
31	18332	0.8%
32	19711	0.9%
33	20383	0.9%
34	20341	0.9%
35	20143	0.9%
36	20227	0.9%
37	19938	0.9%
38	20088	0.9%
39	20025	0.9%

Value	Count	Frequency (%)
322	5	< 0.1%
321	2	< 0.1%
320	2	< 0.1%
319	4	< 0.1%
318	4	< 0.1%
316	2	< 0.1%
315	2	< 0.1%
314	2	< 0.1%
312	2	< 0.1%
311	4	< 0.1%

Strom Pumpe 1_pval
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	1665794
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.19393836

Minimum	0
Maximum	12
Zeros	514821
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0667093
Coefficient of variation (CV)	5.500249
Kurtosis	26.93538
Mean	0.19393836
Median Absolute Deviation (MAD)	0
Skewness	5.3566375
Sum	103169
Variance	1.1378687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	514821	23.4%
6	14465	0.7%
7	1317	0.1%
5	1144	0.1%
8	125	< 0.1%
1	32	< 0.1%
9	26	< 0.1%
2	18	< 0.1%
3	8	< 0.1%
10	6	< 0.1%
Other values (3)	6	< 0.1%
(Missing)	1665794	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	514821	23.4%
1	32	< 0.1%
2	18	< 0.1%
3	8	< 0.1%
4	2	< 0.1%
5	1144	0.1%
6	14465	0.7%
7	1317	0.1%
8	125	< 0.1%
9	26	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
11	2	< 0.1%
10	6	< 0.1%
9	26	< 0.1%
8	125	< 0.1%
7	1317	0.1%
6	14465	0.7%
5	1144	0.1%
4	2	< 0.1%
3	8	< 0.1%

Strom Pumpe 2_pval
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	1664637
Missing (%)	75.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.31218195

Minimum	0
Maximum	8
Zeros	501773
Zeros (%)	22.8%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.2545869
Coefficient of variation (CV)	4.0187683
Kurtosis	12.664639
Mean	0.31218195
Median Absolute Deviation (MAD)	0
Skewness	3.8076563
Sum	166432
Variance	1.5739883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	501773	22.8%
5	21484	1.0%
6	9792	0.4%
1	32	< 0.1%
7	16	< 0.1%
2	12	< 0.1%
8	8	< 0.1%
4	4	< 0.1%
3	4	< 0.1%
(Missing)	1664637	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	501773	22.8%
1	32	< 0.1%
2	12	< 0.1%
3	4	< 0.1%
4	4	< 0.1%
5	21484	1.0%
6	9792	0.4%
7	16	< 0.1%
8	8	< 0.1%

Value	Count	Frequency (%)
8	8	< 0.1%
7	16	< 0.1%
6	9792	0.4%
5	21484	1.0%
4	4	< 0.1%
3	4	< 0.1%
2	12	< 0.1%
1	32	< 0.1%
0	501773	22.8%

Fllstand Pumpensumpf_pval.1
Real number (ℝ)

Distinct	313
Distinct (%)	0.1%
Missing	1585752
Missing (%)	72.2%
Infinite	0
Infinite (%)	0.0%
Mean	92.042878

Minimum	80
Maximum	472
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	80
5-th percentile	82
Q1	86
median	91
Q3	95
95-th percentile	99
Maximum	472
Range	392
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	12.453221
Coefficient of variation (CV)	0.13529804
Kurtosis	167.61907
Mean	92.042878
Median Absolute Deviation (MAD)	4
Skewness	9.8374812
Sum	56331162
Variance	155.08272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93	35964	1.6%
97	35331	1.6%
95	35188	1.6%
96	34950	1.6%
92	34892	1.6%
91	34087	1.6%
90	33778	1.5%
87	33726	1.5%
85	33427	1.5%
89	33301	1.5%
Other values (303)	267366	12.2%
(Missing)	1585752	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	6	< 0.1%
81	8204	0.4%
82	24147	1.1%
83	29520	1.3%
84	29411	1.3%
85	33427	1.5%
86	33096	1.5%
87	33726	1.5%
88	32919	1.5%
89	33301	1.5%

Value	Count	Frequency (%)
472	2	< 0.1%
469	4	< 0.1%
467	2	< 0.1%
462	2	< 0.1%
456	2	< 0.1%
453	2	< 0.1%
452	2	< 0.1%
449	3	< 0.1%
446	2	< 0.1%
442	2	< 0.1%

Strom Pumpe 1_pval.1
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	< 0.1%
Missing	1665785
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.96071447

Minimum	0
Maximum	22
Zeros	480933
Zeros (%)	21.9%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.9552749
Coefficient of variation (CV)	3.076122
Kurtosis	5.6673606
Mean	0.96071447
Median Absolute Deviation (MAD)	0
Skewness	2.7612305
Sum	511078
Variance	8.7336496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	480933	21.9%
10	47919	2.2%
9	1275	0.1%
11	777	< 0.1%
12	591	< 0.1%
13	200	< 0.1%
1	97	< 0.1%
14	74	< 0.1%
15	29	< 0.1%
2	18	< 0.1%
Other values (10)	64	< 0.1%
(Missing)	1665785	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	480933	21.9%
1	97	< 0.1%
2	18	< 0.1%
3	16	< 0.1%
4	8	< 0.1%
5	6	< 0.1%
6	8	< 0.1%
7	2	< 0.1%
8	4	< 0.1%
9	1275	0.1%

Value	Count	Frequency (%)
22	2	< 0.1%
19	2	< 0.1%
18	12	< 0.1%
17	4	< 0.1%
15	29	< 0.1%
14	74	< 0.1%
13	200	< 0.1%
12	591	< 0.1%
11	777	< 0.1%
10	47919	2.2%

Strom Pumpe 2_pval.1
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	1670304
Missing (%)	76.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.072792526

Minimum	0
Maximum	47
Zeros	526334
Zeros (%)	23.9%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	47
Range	47
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.6197425
Coefficient of variation (CV)	22.251495
Kurtosis	529.07183
Mean	0.072792526
Median Absolute Deviation (MAD)	0
Skewness	22.860801
Sum	38395
Variance	2.6235658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	526334	23.9%
37	405	< 0.1%
18	173	< 0.1%
40	141	< 0.1%
39	117	< 0.1%
38	99	< 0.1%
36	88	< 0.1%
19	26	< 0.1%
41	23	< 0.1%
42	8	< 0.1%
Other values (16)	44	< 0.1%
(Missing)	1670304	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	526334	23.9%
1	4	< 0.1%
3	2	< 0.1%
18	173	< 0.1%
19	26	< 0.1%
20	2	< 0.1%
22	2	< 0.1%
23	2	< 0.1%
25	2	< 0.1%
27	2	< 0.1%

Value	Count	Frequency (%)
47	2	< 0.1%
46	2	< 0.1%
45	4	< 0.1%
44	6	< 0.1%
43	6	< 0.1%
42	8	< 0.1%
41	23	< 0.1%
40	141	< 0.1%
39	117	< 0.1%
38	99	< 0.1%

Strom Pumpe 3_pval
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	22
Distinct (%)	< 0.1%
Missing	1670179
Missing (%)	76.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0979126

Minimum	1
Maximum	72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	72
Range	71
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8036605
Coefficient of variation (CV)	1.6428089
Kurtosis	345.28053
Mean	1.0979126
Median Absolute Deviation (MAD)	0
Skewness	18.520218
Sum	579240
Variance	3.2531912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1	526020	23.9%
34	463	< 0.1%
33	405	< 0.1%
35	281	< 0.1%
32	153	< 0.1%
36	117	< 0.1%
37	74	< 0.1%
38	20	< 0.1%
39	8	< 0.1%
42	8	< 0.1%
Other values (12)	34	< 0.1%
(Missing)	1670179	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	526020	23.9%
4	2	< 0.1%
7	2	< 0.1%
15	2	< 0.1%
19	2	< 0.1%
21	6	< 0.1%
22	4	< 0.1%
26	2	< 0.1%
32	153	< 0.1%
33	405	< 0.1%

Value	Count	Frequency (%)
72	2	< 0.1%
58	2	< 0.1%
43	2	< 0.1%
42	8	< 0.1%
41	2	< 0.1%
40	6	< 0.1%
39	8	< 0.1%
38	20	< 0.1%
37	74	< 0.1%
36	117	< 0.1%

Auto

Heatmap
Table

	FLP_Hohenstand_Pumpensumpf_pval	FLP_Strom_P3_pval	FLP_Strom_P4_pval	FLP_Strom_P5_pval	Durchfluss SWP1 und SWP2_pval	FLP_Hohenstand_Becken1_pval	FLP_Hohenstand_Becken3_pval	FLP_Hohenstand_Beckne2_pval	Schieber Position_pval	Oberwasser_pval	Unterwasser_pval	Durchflumenge_pval	Berechnete Durchflussmenge_pval	Fllstand SWS_pval	Fllstand RWS_pval	Strom P1_pval	Strom P2_pval	Strom P3_pval	Strom P4_pval	Strom P5_pval	Strom P6_pval	Fllstand Pumpensumpf_pval	Strom Pumpe 1_pval	Strom Pumpe 2_pval	Fllstand Pumpensumpf_pval.1	Strom Pumpe 1_pval.1	Strom Pumpe 2_pval.1	Strom Pumpe 3_pval
FLP_Hohenstand_Pumpensumpf_pval	1.000	0.040	0.196	0.173	0.190	0.364	0.265	0.348	0.053	0.249	0.236	0.260	0.247	0.119	0.095	0.150	0.079	0.031	NaN	NaN	NaN	0.037	0.158	0.194	0.014	0.144	0.070	0.076
FLP_Strom_P3_pval	0.040	1.000	0.048	-0.051	0.038	-0.035	-0.022	-0.004	-0.021	0.043	0.044	0.043	0.042	-0.007	0.000	-0.004	-0.000	-0.000	NaN	NaN	NaN	0.024	0.087	0.069	0.013	0.059	-0.001	-0.001
FLP_Strom_P4_pval	0.196	0.048	1.000	0.136	0.115	0.169	0.134	0.160	0.019	0.170	0.173	0.164	0.166	0.065	0.083	0.091	0.068	0.036	NaN	NaN	NaN	0.105	0.359	0.299	0.080	0.229	0.212	0.224
FLP_Strom_P5_pval	0.173	-0.051	0.136	1.000	-0.015	0.670	0.707	0.154	0.408	0.010	-0.022	-0.071	0.066	0.159	0.221	0.118	0.226	0.040	NaN	NaN	NaN	0.020	0.071	0.086	0.027	0.048	0.096	0.094
Durchfluss SWP1 und SWP2_pval	0.190	0.038	0.115	-0.015	1.000	0.044	0.009	0.015	-0.027	0.339	0.333	0.310	0.292	0.103	0.094	0.116	0.060	0.034	NaN	NaN	NaN	0.032	0.120	0.152	0.014	0.126	0.051	0.064
FLP_Hohenstand_Becken1_pval	0.364	-0.035	0.169	0.670	0.044	1.000	0.690	0.285	0.290	0.115	0.067	0.099	0.158	0.122	0.106	0.142	0.090	0.036	NaN	NaN	NaN	0.038	0.081	0.145	0.030	0.088	0.080	0.082
FLP_Hohenstand_Becken3_pval	0.265	-0.022	0.134	0.707	0.009	0.690	1.000	0.354	0.337	0.050	0.002	-0.048	0.092	0.071	0.099	0.154	0.030	-0.001	NaN	NaN	NaN	0.035	0.092	0.133	-0.000	0.055	0.080	0.076
FLP_Hohenstand_Beckne2_pval	0.348	-0.004	0.160	0.154	0.015	0.285	0.354	1.000	0.052	0.111	0.098	0.082	0.123	0.072	0.091	0.150	0.026	-0.003	NaN	NaN	NaN	0.031	0.117	0.138	-0.002	0.066	0.099	0.089
Schieber Position_pval	0.053	-0.021	0.019	0.408	-0.027	0.290	0.337	0.052	1.000	-0.004	-0.012	-0.112	0.009	-0.075	0.165	-0.129	0.086	0.086	NaN	NaN	NaN	0.001	0.007	0.007	0.003	-0.000	0.008	0.009
Oberwasser_pval	0.249	0.043	0.170	0.010	0.339	0.115	0.050	0.111	-0.004	1.000	0.914	0.813	0.876	0.217	-0.012	0.220	0.133	0.166	0.056	0.057	0.050	0.040	0.168	0.213	-0.181	0.163	0.071	0.084
Unterwasser_pval	0.236	0.044	0.173	-0.022	0.333	0.067	0.002	0.098	-0.012	0.914	1.000	0.831	0.743	0.212	0.027	0.238	0.129	0.164	0.059	0.057	0.056	0.039	0.175	0.216	-0.185	0.165	0.071	0.084
Durchflumenge_pval	0.260	0.043	0.164	-0.071	0.310	0.099	-0.048	0.082	-0.112	0.813	0.831	1.000	0.697	0.199	-0.042	0.223	0.103	0.110	0.033	0.032	0.036	0.039	0.167	0.193	-0.159	0.157	0.070	0.083
Berechnete Durchflussmenge_pval	0.247	0.042	0.166	0.066	0.292	0.158	0.092	0.123	0.009	0.876	0.743	0.697	1.000	0.174	-0.048	0.214	0.091	0.106	0.032	0.032	0.034	0.039	0.154	0.204	-0.149	0.145	0.071	0.085
Fllstand SWS_pval	0.119	-0.007	0.065	0.159	0.103	0.122	0.071	0.072	-0.075	0.217	0.212	0.199	0.174	1.000	0.054	0.189	0.080	0.083	0.028	0.024	0.021	0.043	0.055	0.083	0.106	0.045	0.358	0.330
Fllstand RWS_pval	0.095	0.000	0.083	0.221	0.094	0.106	0.099	0.091	0.165	-0.012	0.027	-0.042	-0.048	0.054	1.000	0.043	0.016	0.016	0.014	0.014	0.012	0.013	0.028	0.023	0.042	-0.020	0.303	0.117
Strom P1_pval	0.150	-0.004	0.091	0.118	0.116	0.142	0.154	0.150	-0.129	0.220	0.238	0.223	0.214	0.189	0.043	1.000	-0.041	-0.041	0.006	0.000	-0.008	0.019	0.038	0.062	0.023	0.048	-0.165	0.080
Strom P2_pval	0.079	-0.000	0.068	0.226	0.060	0.090	0.030	0.026	0.086	0.133	0.129	0.103	0.091	0.080	0.016	-0.041	1.000	-0.004	0.053	0.034	0.027	0.049	0.046	0.044	0.094	0.052	0.046	0.028
Strom P3_pval	0.031	-0.000	0.036	0.040	0.034	0.036	-0.001	-0.003	0.086	0.166	0.164	0.110	0.106	0.083	0.016	-0.041	-0.004	1.000	0.136	0.148	0.169	0.072	0.046	0.038	0.129	0.074	0.453	0.208
Strom P4_pval	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.056	0.059	0.033	0.032	0.028	0.014	0.006	0.053	0.136	1.000	0.516	0.244	0.028	0.040	0.009	0.052	-0.000	0.369	0.145
Strom P5_pval	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.057	0.057	0.032	0.032	0.024	0.014	0.000	0.034	0.148	0.516	1.000	0.325	0.027	0.026	0.016	0.053	0.007	0.177	0.134
Strom P6_pval	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.050	0.056	0.036	0.034	0.021	0.012	-0.008	0.027	0.169	0.244	0.325	1.000	0.036	0.037	0.017	0.048	0.012	0.282	0.174
Fllstand Pumpensumpf_pval	0.037	0.024	0.105	0.020	0.032	0.038	0.035	0.031	0.001	0.040	0.039	0.039	0.039	0.043	0.013	0.019	0.049	0.072	0.028	0.027	0.036	1.000	0.125	0.149	0.015	0.053	0.069	0.067
Strom Pumpe 1_pval	0.158	0.087	0.359	0.071	0.120	0.081	0.092	0.117	0.007	0.168	0.175	0.167	0.154	0.055	0.028	0.038	0.046	0.046	0.040	0.026	0.037	0.125	1.000	0.283	0.067	0.173	0.220	0.230
Strom Pumpe 2_pval	0.194	0.069	0.299	0.086	0.152	0.145	0.133	0.138	0.007	0.213	0.216	0.193	0.204	0.083	0.023	0.062	0.044	0.038	0.009	0.016	0.017	0.149	0.283	1.000	0.061	0.183	0.165	0.166
Fllstand Pumpensumpf_pval.1	0.014	0.013	0.080	0.027	0.014	0.030	-0.000	-0.002	0.003	-0.181	-0.185	-0.159	-0.149	0.106	0.042	0.023	0.094	0.129	0.052	0.053	0.048	0.015	0.067	0.061	1.000	0.037	0.077	0.091
Strom Pumpe 1_pval.1	0.144	0.059	0.229	0.048	0.126	0.088	0.055	0.066	-0.000	0.163	0.165	0.157	0.145	0.045	-0.020	0.048	0.052	0.074	-0.000	0.007	0.012	0.053	0.173	0.183	0.037	1.000	0.113	0.128
Strom Pumpe 2_pval.1	0.070	-0.001	0.212	0.096	0.051	0.080	0.080	0.099	0.008	0.071	0.071	0.070	0.071	0.358	0.303	-0.165	0.046	0.453	0.369	0.177	0.282	0.069	0.220	0.165	0.077	0.113	1.000	0.618
Strom Pumpe 3_pval	0.076	-0.001	0.224	0.094	0.064	0.082	0.076	0.089	0.009	0.084	0.084	0.083	0.085	0.330	0.117	0.080	0.028	0.208	0.145	0.134	0.174	0.067	0.230	0.166	0.091	0.128	0.618	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	FLP_Hohenstand_Pumpensumpf_pval	FLP_Strom_P3_pval	FLP_Strom_P4_pval	FLP_Strom_P5_pval	Durchfluss SWP1 und SWP2_pval	FLP_Hohenstand_Becken1_pval	FLP_Hohenstand_Becken3_pval	FLP_Hohenstand_Beckne2_pval	Schieber Position_pval	Oberwasser_pval	Unterwasser_pval	Durchflumenge_pval	Berechnete Durchflussmenge_pval	Fllstand SWS_pval	Fllstand RWS_pval	Strom P1_pval	Strom P2_pval	Strom P3_pval	Strom P4_pval	Strom P5_pval	Strom P6_pval	Fllstand Pumpensumpf_pval	Strom Pumpe 1_pval	Strom Pumpe 2_pval	Fllstand Pumpensumpf_pval.1	Strom Pumpe 1_pval.1	Strom Pumpe 2_pval.1	Strom Pumpe 3_pval
Datetime
2021-01-01 00:00:00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.0	8.0	6.0	7.0	5.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48.0	0.0	0.0	87.0	0.0	0.0	1.0
2021-01-01 00:00:29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:00:49	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:00:59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.0	8.0	6.0	7.0	5.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48.0	0.0	0.0	87.0	0.0	0.0	1.0
2021-01-01 00:01:00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8.0	9.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:01:29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:01:39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:01:59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.0	8.0	6.0	8.0	9.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48.0	0.0	0.0	87.0	0.0	0.0	1.0
2021-01-01 00:02:00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	49.0	NaN	NaN	NaN	NaN	NaN	NaN
2021-01-01 00:02:29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	FLP_Hohenstand_Pumpensumpf_pval	FLP_Strom_P3_pval	FLP_Strom_P4_pval	FLP_Strom_P5_pval	Durchfluss SWP1 und SWP2_pval	FLP_Hohenstand_Becken1_pval	FLP_Hohenstand_Becken3_pval	FLP_Hohenstand_Beckne2_pval	Schieber Position_pval	Oberwasser_pval	Unterwasser_pval	Durchflumenge_pval	Berechnete Durchflussmenge_pval	Fllstand SWS_pval	Fllstand RWS_pval	Strom P1_pval	Strom P2_pval	Strom P3_pval	Strom P4_pval	Strom P5_pval	Strom P6_pval	Fllstand Pumpensumpf_pval	Strom Pumpe 1_pval	Strom Pumpe 2_pval	Fllstand Pumpensumpf_pval.1	Strom Pumpe 1_pval.1	Strom Pumpe 2_pval.1	Strom Pumpe 3_pval
Datetime
2022-01-01 23:56:39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2022-01-01 23:56:59	83.98	0.0	0.0	-1.0	29.01	0.0	0.0	0.0	99.0	8.0	4.0	5.0	11.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	0.0	0.0	81.0	0.0	0.0	1.0
2022-01-01 23:57:00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	79.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	NaN	NaN	82.0	NaN	NaN	NaN
2022-01-01 23:57:29	81.56	0.0	0.0	-1.0	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2022-01-01 23:57:59	79.32	0.0	0.0	-1.0	29.23	0.0	0.0	0.0	99.0	8.0	4.0	5.0	11.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	0.0	0.0	82.0	0.0	0.0	1.0
2022-01-01 23:58:00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10.0	81.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2022-01-01 23:58:19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2022-01-01 23:58:29	77.26	0.0	0.0	-1.0	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2022-01-01 23:58:59	75.12	0.0	0.0	-1.0	29.35	0.0	0.0	0.0	99.0	8.0	4.0	5.0	10.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	0.0	0.0	82.0	0.0	0.0	1.0
2022-01-01 23:59:00	75.12	0.0	0.0	-1.0	29.35	0.0	0.0	0.0	99.0	8.0	4.0	5.0	11.0	83.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	33.0	0.0	0.0	82.0	0.0	0.0	1.0

Most frequently occurring

	FLP_Hohenstand_Pumpensumpf_pval	FLP_Strom_P3_pval	FLP_Strom_P4_pval	FLP_Strom_P5_pval	Durchfluss SWP1 und SWP2_pval	FLP_Hohenstand_Becken1_pval	FLP_Hohenstand_Becken3_pval	FLP_Hohenstand_Beckne2_pval	Schieber Position_pval	Oberwasser_pval	Unterwasser_pval	Durchflumenge_pval	Berechnete Durchflussmenge_pval	Fllstand SWS_pval	Fllstand RWS_pval	Strom P1_pval	Strom P2_pval	Strom P3_pval	Strom P4_pval	Strom P5_pval	Strom P6_pval	Fllstand Pumpensumpf_pval	Strom Pumpe 1_pval	Strom Pumpe 2_pval	Fllstand Pumpensumpf_pval.1	Strom Pumpe 1_pval.1	Strom Pumpe 2_pval.1	Strom Pumpe 3_pval	# duplicates
101725	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	572067
33536	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	79459
99166	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	90.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1082
83527	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1081
81726	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1047
82595	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1030
80895	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	983
84416	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	981
98676	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	89.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	976
96081	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	83.0	35.0	0.0	0.0	0.0	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	930

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring